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[] Udemy - AWS Certified Machine Learning Specialty 2020 - Hands On!

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文件列表

  1. 03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.mp4 128MB
  2. 05 ML Implementation and Operations/106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.mp4 93MB
  3. 04 Modeling/051 Convolutional Neural Networks.mp4 89MB
  4. 03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.mp4 84MB
  5. 03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 83MB
  6. 05 ML Implementation and Operations/105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.mp4 81MB
  7. 04 Modeling/094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.mp4 80MB
  8. 01 Introduction/002 Course Introduction What to Expect.mp4 78MB
  9. 04 Modeling/093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.mp4 78MB
  10. 06 Wrapping Up/109 Test-Taking Strategies and What to Expect.mp4 72MB
  11. 04 Modeling/079 Reinforcement Learning in SageMaker.mp4 68MB
  12. 04 Modeling/049 Introduction to Deep Learning.mp4 64MB
  13. 04 Modeling/052 Recurrent Neural Networks.mp4 60MB
  14. 04 Modeling/095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.mp4 57MB
  15. 03 Exploratory Data Analysis/040 Imputing Missing Data.mp4 53MB
  16. 02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4 53MB
  17. 03 Exploratory Data Analysis/043 Binning Transforming Encoding Scaling and Shuffling.mp4 53MB
  18. 04 Modeling/061 Introducing Amazon SageMaker.mp4 51MB
  19. 04 Modeling/087 Amazon Rekognition.mp4 51MB
  20. 03 Exploratory Data Analysis/042 Handling Outliers.mp4 50MB
  21. 05 ML Implementation and Operations/097 SageMakers Inner Details and Production Variants.mp4 50MB
  22. 03 Exploratory Data Analysis/039 Feature Engineering and the Curse of Dimensionality.mp4 48MB
  23. 04 Modeling/050 Activation Functions.mp4 47MB
  24. 03 Exploratory Data Analysis/028 Python in Data Science and Machine Learning.mp4 47MB
  25. 02 Data Engineering/017 Lab 1.4 - Glue ETL.mp4 41MB
  26. 03 Exploratory Data Analysis/041 Dealing with Unbalanced Data.mp4 41MB
  27. 04 Modeling/055 Regularization Techniques for Neural Networks (Dropout Early Stopping).mp4 40MB
  28. 04 Modeling/048 Section Intro Modeling.mp4 40MB
  29. 02 Data Engineering/008 Kinesis Data Streams Kinesis Data Firehose.mp4 39MB
  30. 02 Data Engineering/007 Amazon S3 Security.mp4 37MB
  31. 04 Modeling/091 New ML Services for 2020.mp4 37MB
  32. 02 Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.mp4 35MB
  33. 04 Modeling/080 Automatic Model Tuning.mp4 35MB
  34. 05 ML Implementation and Operations/098 SageMaker On the Edge SageMaker Neo and IoT Greengrass.mp4 35MB
  35. 03 Exploratory Data Analysis/034 Overview of Amazon Quicksight.mp4 34MB
  36. 03 Exploratory Data Analysis/036 Elastic MapReduce (EMR) and Hadoop Overview.mp4 34MB
  37. 03 Exploratory Data Analysis/037 Apache Spark on EMR.mp4 34MB
  38. 04 Modeling/067 Object2Vec in SageMaker.mp4 33MB
  39. 04 Modeling/086 Amazon Polly.mp4 32MB
  40. 05 ML Implementation and Operations/104 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 1.mp4 31MB
  41. 03 Exploratory Data Analysis/045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.mp4 30MB
  42. 04 Modeling/059 Precision Recall F1 AUC and more.mp4 30MB
  43. 06 Wrapping Up/108 More Preparation Resources.mp4 30MB
  44. 04 Modeling/066 BlazingText in SageMaker.mp4 30MB
  45. 05 ML Implementation and Operations/102 SageMaker Resource Management Elastic Inference Automatic Scaling AZs.mp4 29MB
  46. 03 Exploratory Data Analysis/044 Amazon SageMaker Ground Truth and Label Generation.mp4 28MB
  47. 03 Exploratory Data Analysis/030 Types of Data.mp4 28MB
  48. 04 Modeling/085 Amazon Transcribe.mp4 28MB
  49. 04 Modeling/082 SageMaker Studio and new SageMaker features for 2020.mp4 28MB
  50. 03 Exploratory Data Analysis/033 Introduction to Amazon Athena.mp4 28MB
  51. 05 ML Implementation and Operations/099 SageMaker Security Encryption at Rest and In Transit.mp4 28MB
  52. 03 Exploratory Data Analysis/027 Section Intro Data Analysis.mp4 27MB
  53. 05 ML Implementation and Operations/096 Section Intro Machine Learning Implementation and Operations.mp4 26MB
  54. 07 Practice Exams/113 THANK YOU.mp4 26MB
  55. 04 Modeling/075 K-Means Clustering in SageMaker.mp4 26MB
  56. 04 Modeling/064 Seq2Seq in SageMaker.mp4 26MB
  57. 03 Exploratory Data Analysis/038 EMR Notebooks Security and Instance Types.mp4 24MB
  58. 02 Data Engineering/005 Amazon S3 - Overview.mp4 24MB
  59. 02 Data Engineering/004 Section Intro Data Engineering.mp4 24MB
  60. 04 Modeling/056 Grief with Gradients The Vanishing Gradient problem.mp4 24MB
  61. 04 Modeling/068 Object Detection in SageMaker.mp4 24MB
  62. 04 Modeling/065 DeepAR in SageMaker.mp4 24MB
  63. 04 Modeling/062 Linear Learner in SageMaker.mp4 24MB
  64. 02 Data Engineering/025 Full Data Engineering Pipelines.mp4 23MB
  65. 04 Modeling/069 Image Classification in SageMaker.mp4 23MB
  66. 03 Exploratory Data Analysis/035 Types of Visualizations and When to Use Them.mp4 23MB
  67. 02 Data Engineering/015 Lab 1.3 - Glue Data Catalog.mp4 23MB
  68. 05 ML Implementation and Operations/100 SageMaker Security VPCs IAM Logging and Monitoring.mp4 22MB
  69. 03 Exploratory Data Analysis/031 Data Distributions.mp4 22MB
  70. 02 Data Engineering/006 Amazon S3 - Storage Tiers Lifecycle Rules.mp4 22MB
  71. 04 Modeling/054 Tuning Neural Networks.mp4 22MB
  72. 04 Modeling/070 Semantic Segmentation in SageMaker.mp4 22MB
  73. 02 Data Engineering/010 Kinesis Data Analytics.mp4 21MB
  74. 04 Modeling/081 Apache Spark with SageMaker.mp4 21MB
  75. 04 Modeling/083 Amazon Comprehend.mp4 20MB
  76. 04 Modeling/058 The Confusion Matrix.mp4 20MB
  77. 04 Modeling/077 Factorization Machines in SageMaker.mp4 20MB
  78. 04 Modeling/089 Amazon Lex.mp4 19MB
  79. 04 Modeling/076 Principal Component Analysis (PCA) in SageMaker.mp4 18MB
  80. 04 Modeling/072 Neural Topic Model in SageMaker.mp4 18MB
  81. 04 Modeling/060 Ensemble Methods Bagging and Boosting.mp4 18MB
  82. 01 Introduction/001 Udemy 101.mp4 17MB
  83. 05 ML Implementation and Operations/101 SageMaker Resource Management Instance Types and Spot Training.mp4 17MB
  84. 01 Introduction/003 Get the Course Materials.mp4 17MB
  85. 06 Wrapping Up/110 You Made It.mp4 17MB
  86. 04 Modeling/073 Latent Dirichlet Allocation (LDA) in SageMaker.mp4 17MB
  87. 03 Exploratory Data Analysis/032 Time Series Trends and Seasonality.mp4 16MB
  88. 04 Modeling/071 Random Cut Forest in SageMaker.mp4 16MB
  89. 04 Modeling/090 The Best of the Rest Other High-Level AWS Machine Learning Services.mp4 16MB
  90. 04 Modeling/063 XGBoost in SageMaker.mp4 15MB
  91. 04 Modeling/078 IP Insights in SageMaker.mp4 15MB
  92. 02 Data Engineering/012 Kinesis Video Streams.mp4 14MB
  93. 02 Data Engineering/021 AWS Data Pipelines.mp4 14MB
  94. 04 Modeling/074 K-Nearest-Neighbors (KNN) in SageMaker.mp4 14MB
  95. 02 Data Engineering/020 AWS Data Stores in Machine Learning.mp4 14MB
  96. 04 Modeling/057 L1 and L2 Regularization.mp4 14MB
  97. 02 Data Engineering/024 AWS Step Functions.mp4 13MB
  98. 02 Data Engineering/014 Glue Data Catalog Crawlers.mp4 11MB
  99. 05 ML Implementation and Operations/103 SageMaker Inference Pipelines.mp4 11MB
  100. 04 Modeling/088 Amazon Forecast.mp4 11MB
  101. 04 Modeling/092 Putting them All Together.mp4 11MB
  102. 04 Modeling/053 Deep Learning on EC2 and EMR.mp4 11MB
  103. 02 Data Engineering/016 Glue ETL.mp4 10MB
  104. 06 Wrapping Up/111 Save 50 on your AWS Exam Cost.mp4 9MB
  105. 02 Data Engineering/019 Lab 1 - Cleanup.mp4 9MB
  106. 02 Data Engineering/023 AWS DMS - Database Migration Services.mp4 9MB
  107. 06 Wrapping Up/107 Section Intro Wrapping Up.mp4 9MB
  108. 02 Data Engineering/018 Lab 1.5 - Athena.mp4 9MB
  109. 04 Modeling/084 Amazon Translate.mp4 9MB
  110. 02 Data Engineering/022 AWS Batch.mp4 8MB
  111. 06 Wrapping Up/112 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.mp4 6MB
  112. 02 Data Engineering/013 Kinesis ML Summary.mp4 5MB
  113. 03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.en.srt 23KB
  114. 05 ML Implementation and Operations/106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.en.srt 21KB
  115. 03 Exploratory Data Analysis/028 Python in Data Science and Machine Learning.en.srt 21KB
  116. 04 Modeling/079 Reinforcement Learning in SageMaker.en.srt 21KB
  117. 04 Modeling/051 Convolutional Neural Networks.en.srt 20KB
  118. 04 Modeling/050 Activation Functions.en.srt 20KB
  119. 05 ML Implementation and Operations/097 SageMakers Inner Details and Production Variants.en.srt 19KB
  120. 05 ML Implementation and Operations/105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.en.srt 18KB
  121. 06 Wrapping Up/109 Test-Taking Strategies and What to Expect.en.srt 18KB
  122. 03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.en.srt 18KB
  123. 04 Modeling/052 Recurrent Neural Networks.en.srt 17KB
  124. 03 Exploratory Data Analysis/037 Apache Spark on EMR.en.srt 15KB
  125. 04 Modeling/094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.en.srt 15KB
  126. 04 Modeling/049 Introduction to Deep Learning.en.srt 15KB
  127. 03 Exploratory Data Analysis/042 Handling Outliers.en.srt 15KB
  128. 03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.en.srt 14KB
  129. 02 Data Engineering/008 Kinesis Data Streams Kinesis Data Firehose.en.srt 14KB
  130. 03 Exploratory Data Analysis/040 Imputing Missing Data.en.srt 14KB
  131. 04 Modeling/061 Introducing Amazon SageMaker.en.srt 14KB
  132. 03 Exploratory Data Analysis/043 Binning Transforming Encoding Scaling and Shuffling.en.srt 14KB
  133. 04 Modeling/087 Amazon Rekognition.en.srt 13KB
  134. 04 Modeling/093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.en.srt 13KB
  135. 07 Practice Exams/114 Bonus Lecture Get the Full 3-Hour Practice Exam.html 13KB
  136. 03 Exploratory Data Analysis/039 Feature Engineering and the Curse of Dimensionality.en.srt 12KB
  137. 02 Data Engineering/007 Amazon S3 Security.en.srt 12KB
  138. 04 Modeling/055 Regularization Techniques for Neural Networks (Dropout Early Stopping).en.srt 12KB
  139. 02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.en.srt 12KB
  140. 03 Exploratory Data Analysis/036 Elastic MapReduce (EMR) and Hadoop Overview.en.srt 11KB
  141. 04 Modeling/059 Precision Recall F1 AUC and more.en.srt 11KB
  142. 04 Modeling/095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.en.srt 11KB
  143. 04 Modeling/091 New ML Services for 2020.en.srt 11KB
  144. 04 Modeling/082 SageMaker Studio and new SageMaker features for 2020.en.srt 11KB
  145. 01 Introduction/002 Course Introduction What to Expect.en.srt 10KB
  146. 04 Modeling/080 Automatic Model Tuning.en.srt 10KB
  147. 03 Exploratory Data Analysis/045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.en.srt 10KB
  148. 06 Wrapping Up/108 More Preparation Resources.en.srt 10KB
  149. 04 Modeling/083 Amazon Comprehend.en.srt 10KB
  150. 02 Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.en.srt 10KB
  151. 04 Modeling/086 Amazon Polly.en.srt 10KB
  152. 04 Modeling/058 The Confusion Matrix.en.srt 10KB
  153. 02 Data Engineering/017 Lab 1.4 - Glue ETL.en.srt 10KB
  154. 03 Exploratory Data Analysis/031 Data Distributions.en.srt 10KB
  155. 03 Exploratory Data Analysis/041 Dealing with Unbalanced Data.en.srt 10KB
  156. 03 Exploratory Data Analysis/034 Overview of Amazon Quicksight.en.srt 9KB
  157. 02 Data Engineering/025 Full Data Engineering Pipelines.en.srt 9KB
  158. 05 ML Implementation and Operations/104 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 1.en.srt 9KB
  159. 02 Data Engineering/005 Amazon S3 - Overview.en.srt 8KB
  160. 04 Modeling/066 BlazingText in SageMaker.en.srt 8KB
  161. 04 Modeling/054 Tuning Neural Networks.en.srt 8KB
  162. 04 Modeling/075 K-Means Clustering in SageMaker.en.srt 8KB
  163. 03 Exploratory Data Analysis/033 Introduction to Amazon Athena.en.srt 8KB
  164. 04 Modeling/062 Linear Learner in SageMaker.en.srt 8KB
  165. 04 Modeling/056 Grief with Gradients The Vanishing Gradient problem.en.srt 8KB
  166. 03 Exploratory Data Analysis/035 Types of Visualizations and When to Use Them.en.srt 8KB
  167. 03 Exploratory Data Analysis/030 Types of Data.en.srt 8KB
  168. 04 Modeling/067 Object2Vec in SageMaker.en.srt 8KB
  169. 04 Modeling/064 Seq2Seq in SageMaker.en.srt 8KB
  170. 03 Exploratory Data Analysis/044 Amazon SageMaker Ground Truth and Label Generation.en.srt 7KB
  171. 02 Data Engineering/006 Amazon S3 - Storage Tiers Lifecycle Rules.en.srt 7KB
  172. 05 ML Implementation and Operations/102 SageMaker Resource Management Elastic Inference Automatic Scaling AZs.en.srt 7KB
  173. 05 ML Implementation and Operations/099 SageMaker Security Encryption at Rest and In Transit.en.srt 7KB
  174. 02 Data Engineering/010 Kinesis Data Analytics.en.srt 7KB
  175. 04 Modeling/085 Amazon Transcribe.en.srt 7KB
  176. 04 Modeling/068 Object Detection in SageMaker.en.srt 7KB
  177. 02 Data Engineering/015 Lab 1.3 - Glue Data Catalog.en.srt 7KB
  178. 04 Modeling/077 Factorization Machines in SageMaker.en.srt 7KB
  179. 04 Modeling/069 Image Classification in SageMaker.en.srt 7KB
  180. 05 ML Implementation and Operations/098 SageMaker On the Edge SageMaker Neo and IoT Greengrass.en.srt 7KB
  181. 04 Modeling/065 DeepAR in SageMaker.en.srt 7KB
  182. 05 ML Implementation and Operations/100 SageMaker Security VPCs IAM Logging and Monitoring.en.srt 6KB
  183. 03 Exploratory Data Analysis/032 Time Series Trends and Seasonality.en.srt 6KB
  184. 04 Modeling/070 Semantic Segmentation in SageMaker.en.srt 6KB
  185. 04 Modeling/060 Ensemble Methods Bagging and Boosting.en.srt 6KB
  186. 03 Exploratory Data Analysis/038 EMR Notebooks Security and Instance Types.en.srt 6KB
  187. 05 ML Implementation and Operations/101 SageMaker Resource Management Instance Types and Spot Training.en.srt 6KB
  188. 04 Modeling/076 Principal Component Analysis (PCA) in SageMaker.en.srt 6KB
  189. 04 Modeling/081 Apache Spark with SageMaker.en.srt 5KB
  190. 04 Modeling/072 Neural Topic Model in SageMaker.en.srt 5KB
  191. 02 Data Engineering/020 AWS Data Stores in Machine Learning.en.srt 5KB
  192. 04 Modeling/073 Latent Dirichlet Allocation (LDA) in SageMaker.en.srt 5KB
  193. 04 Modeling/089 Amazon Lex.en.srt 5KB
  194. 02 Data Engineering/024 AWS Step Functions.en.srt 5KB
  195. 04 Modeling/057 L1 and L2 Regularization.en.srt 5KB
  196. 04 Modeling/071 Random Cut Forest in SageMaker.en.srt 5KB
  197. 04 Modeling/078 IP Insights in SageMaker.en.srt 5KB
  198. 04 Modeling/074 K-Nearest-Neighbors (KNN) in SageMaker.en.srt 5KB
  199. 02 Data Engineering/012 Kinesis Video Streams.en.srt 5KB
  200. 04 Modeling/063 XGBoost in SageMaker.en.srt 5KB
  201. 04 Modeling/090 The Best of the Rest Other High-Level AWS Machine Learning Services.en.srt 5KB
  202. 02 Data Engineering/021 AWS Data Pipelines.en.srt 5KB
  203. 02 Data Engineering/014 Glue Data Catalog Crawlers.en.srt 4KB
  204. 01 Introduction/001 Udemy 101.en.srt 4KB
  205. 04 Modeling/084 Amazon Translate.en.srt 4KB
  206. 04 Modeling/092 Putting them All Together.en.srt 3KB
  207. 02 Data Engineering/016 Glue ETL.en.srt 3KB
  208. 01 Introduction/003 Get the Course Materials.en.srt 3KB
  209. 02 Data Engineering/023 AWS DMS - Database Migration Services.en.srt 3KB
  210. 02 Data Engineering/022 AWS Batch.en.srt 3KB
  211. 04 Modeling/048 Section Intro Modeling.en.srt 3KB
  212. 06 Wrapping Up/111 Save 50 on your AWS Exam Cost.en.srt 3KB
  213. 02 Data Engineering/026 Data Engineering Summary.html 3KB
  214. 04 Modeling/088 Amazon Forecast.en.srt 3KB
  215. 07 Practice Exams/113 THANK YOU.en.srt 3KB
  216. 05 ML Implementation and Operations/103 SageMaker Inference Pipelines.en.srt 3KB
  217. 02 Data Engineering/019 Lab 1 - Cleanup.en.srt 3KB
  218. 04 Modeling/053 Deep Learning on EC2 and EMR.en.srt 2KB
  219. 02 Data Engineering/018 Lab 1.5 - Athena.en.srt 2KB
  220. 03 Exploratory Data Analysis/027 Section Intro Data Analysis.en.srt 2KB
  221. 06 Wrapping Up/112 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.en.srt 2KB
  222. 02 Data Engineering/013 Kinesis ML Summary.en.srt 2KB
  223. 02 Data Engineering/004 Section Intro Data Engineering.en.srt 2KB
  224. 05 ML Implementation and Operations/096 Section Intro Machine Learning Implementation and Operations.en.srt 2KB
  225. 06 Wrapping Up/110 You Made It.en.srt 1KB
  226. 06 Wrapping Up/107 Section Intro Wrapping Up.en.srt 742B
  227. 01 Introduction/external-assets-links.txt 105B
  228. [FreeCourseWorld.Com].url 54B